3. Let f : R" →R be differentiable and fix ro € R". Assume Vf(ro) 0, where Vf(ro) is the gradient vector of f at ro. Show that for any v e R" with Ju = 1, we have -|Vf(ro)| < D.f(ro) < |Vf(r0)l; with equality if and only if Vf(ro) v =+ |Vf(ro)|
3. Let f : R" →R be differentiable and fix ro € R". Assume Vf(ro) 0, where Vf(ro) is the gradient vector of f at ro. Show that for any v e R" with Ju = 1, we have -|Vf(ro)| < D.f(ro) < |Vf(r0)l; with equality if and only if Vf(ro) v =+ |Vf(ro)|
Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
Related questions
Question
![3. Let f : R" →R be differentiable and fix ro E R". Assume Vf(ro) + 0, where
Vf(ro) is the gradient vector of f at ro. Show that for any v e R" with |v| = 1,
we have
-|Vf(ro)| < D, f(xo) <|Vf(xo)];
with equality if and only if
Vf(ro)
|V{(ro)|
v = +](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Ff906d8fa-9b6a-4046-ba2d-f959fe6282ae%2F1ab420d3-6ab3-4b63-8eeb-06046cd31d98%2Fkgq609a_processed.jpeg&w=3840&q=75)
Transcribed Image Text:3. Let f : R" →R be differentiable and fix ro E R". Assume Vf(ro) + 0, where
Vf(ro) is the gradient vector of f at ro. Show that for any v e R" with |v| = 1,
we have
-|Vf(ro)| < D, f(xo) <|Vf(xo)];
with equality if and only if
Vf(ro)
|V{(ro)|
v = +
Expert Solution
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Strategy
We will use the Cauchy-Schwarz inequality for vector dot product in order to prove the given inequality.
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